PredictorVsTransformer

Estimators : .fit() .score() .predict()

Estimator Names : logit, dtree, knn, svm, lasso, ridge, gridSearchCV, MLP(perceptron), RF, gradientBoost, AdaBoost

Transformers : .fit() .transform()

Transformer Names : Scaler, FunctionTransformer() or you could use the log function we used in class, PCA, BoxCox